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      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\User\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Implementation Delay Project (Paper #2)\JPART Conditional Acceptance\Empirics\Output\Implementation Delay.ANCILLARY STATS.04-22-2025.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}22 Apr 2025, 11:43:57
{txt}
{com}. 
. 
. *** RETRIEVE MANUSCRIPT MODELS DATABASE [as of 04-18-2025] ***
. 
. use "C:\Users\User\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Implementation Delay Project (Paper #2)\JPART Conditional Acceptance\Empirics\Data\Implementation Delay.MANUSCRIPT DATABASE.04-18-2025.dta", replace
{txt}
{com}. 
. 
. 
. * [MANUSCRIPT P.2] "The statistical evidence indicates that IT modernization reforms unconditionally deliver substantial general performance benefits by increasing rate of timely disbursement of initial claimant unemployment program payments by an average of 5.26% (representing  0.3467 of the interquartile range difference in this dependent variable [15.17%]), while reducing exceedingly tardy disbursements by an average of 2.90% (representing 0.4596 of the interquartile range difference in this dependent variable [6.31%]), thus constituting a net performance swing of 8.16% − representing 0.7598 of the average interquartile range difference for this pair of dependent variables [10.74]. 
. 
. reg delay_14days  itmod_monthcount i.agencyhead_gov0 if itmod_adopt_state==1

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}     7,386
{txt}{hline 13}{c +}{hline 34}   F(2, 7383)      = {res}    73.67
{txt}       Model {c |} {res} 2.90827126         2  1.45413563   {txt}Prob > F        ={res}    0.0000
{txt}    Residual {c |} {res} 145.722676     7,383  .019737597   {txt}R-squared       ={res}    0.0196
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0193
{txt}       Total {c |} {res} 148.630948     7,385  .020126059   {txt}Root MSE        =   {res} .14049

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}delay_14days{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      t{col 46}   P>|t|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
itmod_mon~nt {c |}{col 14}{res}{space 2}-.0004188{col 26}{space 2} .0000352{col 37}{space 1}  -11.89{col 46}{space 3}0.000{col 54}{space 4}-.0004878{col 67}{space 3}-.0003497
{txt}1.agencyhe~0 {c |}{col 14}{res}{space 2} .0153938{col 26}{space 2} .0037224{col 37}{space 1}    4.14{col 46}{space 3}0.000{col 54}{space 4} .0080969{col 67}{space 3} .0226908
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .8101791{col 26}{space 2}  .003201{col 37}{space 1}  253.10{col 46}{space 3}0.000{col 54}{space 4} .8039043{col 67}{space 3}  .816454
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. * IQR Difference (75th pctile – 25th pctile)
. 
. * 0.3467 of the interquartile range difference in Timely Payment Rate
. sum delay_14days if e(sample), detail

                        {txt}delay_14days
{hline 61}
      Percentiles      Smallest
 1%    {res} .2918733       .0253772
{txt} 5%    {res}  .510149       .1065303
{txt}10%    {res} .6272487       .1108668       {txt}Obs         {res}      7,386
{txt}25%    {res} .7565343       .1122215       {txt}Sum of wgt. {res}      7,386

{txt}50%    {res} .8494272                      {txt}Mean          {res} .8099344
                        {txt}Largest       Std. dev.     {res} .1418663
{txt}75%    {res} .9081803       .9915283
{txt}90%    {res}  .939541       .9937962       {txt}Variance      {res} .0201261
{txt}95%    {res} .9568479        .994035       {txt}Skewness      {res}-1.736775
{txt}99%    {res} .9788818       .9965951       {txt}Kurtosis      {res} 6.583798
{txt}
{com}. di (r(p75)-r(p25))
{res}.15164596
{txt}
{com}. di 0.0526/(r(p75)-r(p25))
{res}.34686055
{txt}
{com}. 
. sum delay_29plusdays if e(sample), detail

                      {txt}delay_29plusdays
{hline 61}
      Percentiles      Smallest
 1%    {res} .0021171              0
{txt} 5%    {res} .0087657              0
{txt}10%    {res} .0166453              0       {txt}Obs         {res}      7,386
{txt}25%    {res} .0319343              0       {txt}Sum of wgt. {res}      7,386

{txt}50%    {res} .0527327                      {txt}Mean          {res} .0897062
                        {txt}Largest       Std. dev.     {res} .1101775
{txt}75%    {res} .0949545       .7899076
{txt}90%    {res}  .208336       .7957447       {txt}Variance      {res} .0121391
{txt}95%    {res} .3365459       .8251618       {txt}Skewness      {res} 2.906148
{txt}99%    {res} .5697984       .9581619       {txt}Kurtosis      {res} 12.74497
{txt}
{com}. di (r(p75)-r(p25))
{res}.06302016
{txt}
{com}. di 0.0290/(r(p75)-r(p25))
{res}.46017019
{txt}
{com}. 
. gen swing = delay_14days + delay_29plusdays
{txt}
{com}. sum swing if e(sample), detail

                            {txt}swing
{hline 61}
      Percentiles      Smallest
 1%    {res} .7002584       .4353877
{txt} 5%    {res} .7848867       .5084973
{txt}10%    {res} .8158616       .5189874       {txt}Obs         {res}      7,386
{txt}25%    {res} .8673469       .5301507       {txt}Sum of wgt. {res}      7,386

{txt}50%    {res} .9130435                      {txt}Mean          {res} .8996407
                        {txt}Largest       Std. dev.     {res}  .062611
{txt}75%    {res} .9466416        .996188
{txt}90%    {res} .9656935       .9966686       {txt}Variance      {res} .0039201
{txt}95%    {res} .9737343       .9973809       {txt}Skewness      {res}-1.357736
{txt}99%    {res} .9843253       .9974684       {txt}Kurtosis      {res} 6.063818
{txt}
{com}. di (0.0526 + 0.0290)/0.1074
{res}.75977654
{txt}
{com}. 
. **************************************************************************************************************************************************************************************************************************************************************************************************
. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\User\Dropbox\Administration of UI Programs in the American States (Ji-Hyeun Hong)\Implementation Delay Project (Paper #2)\JPART Conditional Acceptance\Empirics\Output\Implementation Delay.ANCILLARY STATS.04-22-2025.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}22 Apr 2025, 11:43:57
{txt}{.-}
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{txt}{sf}{ul off}